Linear and Nonlinear Inverse Problems with Practical Applications

Linear and Nonlinear Inverse Problems with Practical Applications
Author :
Publisher : SIAM
Total Pages : 349
Release :
ISBN-10 : 9781611972337
ISBN-13 : 1611972337
Rating : 4/5 (337 Downloads)

Book Synopsis Linear and Nonlinear Inverse Problems with Practical Applications by : Jennifer L. Mueller

Download or read book Linear and Nonlinear Inverse Problems with Practical Applications written by Jennifer L. Mueller and published by SIAM. This book was released on 2012-11-30 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inverse problems arise in practical applications whenever there is a need to interpret indirect measurements. This book explains how to identify ill-posed inverse problems arising in practice and gives a hands-on guide to designing computational solution methods for them, with related codes on an accompanying website. The guiding linear inversion examples are the problem of image deblurring, x-ray tomography, and backward parabolic problems, including heat transfer. A thorough treatment of electrical impedance tomography is used as the guiding nonlinear inversion example which combines the analytic-geometric research tradition and the regularization-based school of thought in a fruitful manner. This book is complete with exercises and project topics, making it ideal as a classroom textbook or self-study guide for graduate and advanced undergraduate students in mathematics, engineering or physics who wish to learn about computational inversion. It also acts as a useful guide for researchers who develop inversion techniques in high-tech industry.


Linear and Nonlinear Inverse Problems with Practical Applications Related Books

Linear and Nonlinear Inverse Problems with Practical Applications
Language: en
Pages: 349
Authors: Jennifer L. Mueller
Categories: Mathematics
Type: BOOK - Published: 2012-11-30 - Publisher: SIAM

DOWNLOAD EBOOK

Inverse problems arise in practical applications whenever there is a need to interpret indirect measurements. This book explains how to identify ill-posed inver
Linear and Nonlinear Inverse Problems with Practical Applications
Language: en
Pages: 349
Authors: Jennifer L. Mueller
Categories: Mathematics
Type: BOOK - Published: 2012-11-30 - Publisher: SIAM

DOWNLOAD EBOOK

Inverse problems arise in practical applications whenever there is a need to interpret indirect measurements. This book explains how to identify ill-posed inver
Regularization of Inverse Problems
Language: en
Pages: 340
Authors: Heinz Werner Engl
Categories: Mathematics
Type: BOOK - Published: 2000-03-31 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book is devoted to the mathematical theory of regularization methods and gives an account of the currently available results about regularization methods f
Computational Methods for Inverse Problems
Language: en
Pages: 195
Authors: Curtis R. Vogel
Categories: Mathematics
Type: BOOK - Published: 2002-01-01 - Publisher: SIAM

DOWNLOAD EBOOK

Provides a basic understanding of both the underlying mathematics and the computational methods used to solve inverse problems.
Inverse Problems with Applications in Science and Engineering
Language: en
Pages: 360
Authors: Daniel Lesnic
Categories: Mathematics
Type: BOOK - Published: 2021-11-10 - Publisher: CRC Press

DOWNLOAD EBOOK

Driven by the advancement of industrial mathematics and the need for impact case studies, Inverse Problems with Applications in Science and Engineering thorough